Comprehend Medical: a Named Entity Recognition and Relationship Extraction Web Service

no code implementations • 15 Oct 2019 • Parminder Bhatia, Busra Celikkaya, Mohammed Khalilia, Selvan Senthivel

Comprehend Medical is a stateless and Health Insurance Portability and Accountability Act (HIPAA) eligible Named Entity Recognition (NER) and Relationship Extraction (RE) service launched under Amazon Web Services (AWS) trained using state-of-the-art deep learning models.

Anatomy named-entity-recognition +3

Improving Hospital Mortality Prediction with Medical Named Entities and Multimodal Learning

no code implementations • 29 Nov 2018 • Mengqi Jin, Mohammad Taha Bahadori, Aaron Colak, Parminder Bhatia, Busra Celikkaya, Ram Bhakta, Selvan Senthivel, Mohammed Khalilia, Daniel Navarro, Borui Zhang, Tiberiu Doman, Arun Ravi, Matthieu Liger, Taha Kass-Hout

Clinical text provides essential information to estimate the acuity of a patient during hospital stays in addition to structured clinical data.

Entity Extraction using GAN Mortality Prediction +4